chore: import upstream snapshot with attribution
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# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing,
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# software distributed under the License is distributed on an
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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"""Autoload built-in and out-of-tree backend libraries and registration hooks."""
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from __future__ import annotations
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import os
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import warnings
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from importlib.metadata import entry_points
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from pathlib import Path
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from tvm_ffi.libinfo import load_lib_ctypes
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from tvm.backend.loader import load
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from tvm.base import _LOADED_LIBS
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_BUILTIN_BACKENDS = (
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"cuda",
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"metal",
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"rocm",
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"trn",
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"opencl",
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"vulkan",
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"webgpu",
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"hexagon",
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"adreno",
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)
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_AUTO_LOAD_DONE = False
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def _load_builtin_backends() -> None:
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"""Load all in-tree backend Python hooks."""
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for name in _BUILTIN_BACKENDS:
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load(name)
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runtime_dir = Path(_LOADED_LIBS["tvm_runtime"]._name).resolve().parent
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try:
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# Load libtvm_runtime_extra if available for registration side effects.
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_LOADED_LIBS["tvm_runtime_extra"] = load_lib_ctypes(
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package="tvm",
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target_name="tvm_runtime_extra",
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extra_lib_paths=[runtime_dir],
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mode="RTLD_LOCAL",
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)
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except (OSError, FileNotFoundError, RuntimeError):
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pass
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return None
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def _autoload_backends() -> None:
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"""Load built-in backends and invoke out-of-tree backend entry points."""
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global _AUTO_LOAD_DONE
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if _AUTO_LOAD_DONE:
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return
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_AUTO_LOAD_DONE = True
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if os.environ.get("TVM_DEVICE_BACKEND_AUTOLOAD", "1") == "0":
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return
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from tvm import _RUNTIME_ONLY # pylint: disable=import-outside-toplevel
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if not _RUNTIME_ONLY:
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_load_builtin_backends()
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# Out-of-tree extensions opt into being loaded automatically at ``import tvm`` time
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# by declaring an entry point in the ``tvm.backends`` group:
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# [project.entry-points."tvm.backends"] tvm_foo = "tvm_foo:_autoload".
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# Autoload can be disabled via ``TVM_DEVICE_BACKEND_AUTOLOAD=0``.
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for entry_pt in entry_points(group="tvm.backends"):
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try:
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entry_pt.load()()
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except Exception as e: # pylint: disable=broad-except
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warnings.warn(f"Failed to autoload tvm backend '{entry_pt.name}': {e}")
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